Direct WMP Api:
subprocess.call('"C:/Program Files (x86)/Windows Media Player/wmplayer.exe" /play /close "C:/Users/Public/Videos/Sample Videos/Wildlife.wmv"')
adding /play /close will do the needful.
http://support.microsoft.com/KB/241422 for more options.
Hope it will help someone in future.